An image coding/decoding method based on direct and inverse fuzzy transforms
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TLDR
The results show that the PSNR obtained with the usage of direct and inverse fuzzy transforms is higher than thePSNR determined either with fuzzy relation equations method or in the DCT one and it is close to the PS NR determined in JPEG method for small values of the compression rate.About:
This article is published in International Journal of Approximate Reasoning.The article was published on 2008-04-01 and is currently open access. It has received 174 citations till now. The article focuses on the topics: Fuzzy logic & Image compression.read more
Citations
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Journal ArticleDOI
Fuzzy clustering algorithms for unsupervised change detection in remote sensing images
TL;DR: A context-sensitive technique for unsupervised change detection in multitemporal remote sensing images based on fuzzy clustering approach and takes care of spatial correlation between neighboring pixels of the difference image produced by comparing two images acquired on the same geographical area at different times.
Journal ArticleDOI
Towards a higher degree F-transform
TL;DR: The aim of this study is to show how the F-transform technique can be generalized from the cases of constant components to the case of polynomial components.
Journal ArticleDOI
Fuzzy transforms of monotone functions with application to image compression
TL;DR: An efficient algorithm is proposed for improved image compression and reconstruction based on fuzzy transform based on monotonicity invariance on the basis of the Lipschitz continuity invariance.
Book ChapterDOI
Fuzzy Transforms: A Challenge to Conventional Transforms
TL;DR: This chapter focuses on the lattice-based F-transforms, overviews the main properties of the ordinary F-transform, and discusses the F- transform's applications.
Journal ArticleDOI
Construction of image reduction operators using averaging aggregation functions
TL;DR: This work axiomatically define the concepts of image reduction operator and local reduction operator, and proposes an image reduction algorithm based on averaging aggregation functions.
References
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Lecture Notes in Artificial Intelligence
P. Brezillon,P. Bouquet +1 more
TL;DR: The topics in LNAI include automated reasoning, automated programming, algorithms, knowledge representation, agent-based systems, intelligent systems, expert systems, machine learning, natural-language processing, machine vision, robotics, search systems, knowledge discovery, data mining, and related programming languages.
Journal ArticleDOI
Fuzzy transforms: Theory and applications
TL;DR: A method of image compression and reconstruction on the basis of the F-transform, which is a fuzzy partition of a universe into fuzzy subsets (factors, clusters, granules etc.), is presented.
Book
Fuzzy Relation Equations and Their Applications to Knowledge Engineering
TL;DR: Fuzzy Relation Equations with Equality and Difference Composition Operators and Handling Fuzziness in Knowledge-Based Systems.
Book
Fuzzy logic in geology
Robert V. Demicco,George J. Klir +1 more
TL;DR: This book discusses Fuzzy Logic in Geological Sciences, Hydrology and Water Resources, and its applications to Reef Growth Problem and Stratigraphic Modeling.
Journal ArticleDOI
Fuzzy relation equations for coding/decoding processes of images and videos
Vincenzo Loia,Salvatore Sessa +1 more
TL;DR: The peak signal to noise ratio (PSNR) on the decompressed images for several values of the compression rates is evaluated as measure of the quality of images and frames reconstructed.